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TurTLE
TurTLE
Commits
a5160345
Commit
a5160345
authored
10 years ago
by
Chichi Lalescu
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slightly different display of data
parent
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Untitled0.ipynb
+635
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View file @
a5160345
{
"metadata": {
"name": "",
"signature": "sha256:
baa2ddd32ee7d0895cc9f78482de6aba8c9f64e3a4101edf06b56cee165b81f2
"
"signature": "sha256:
c7a1f1656d8a03f5972dd3a1a49f5971393e9209cd790d08cc26022842c79a37
"
},
"nbformat": 3,
"nbformat_minor": 0,
...
...
@@ -112,17 +112,643 @@
"metadata": {},
"outputs": [
{
"ename": "IOError",
"evalue": "[Errno 2] No such file or directory: 'data0r'",
"output_type": "pyerr",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mIOError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m<ipython-input-201-3222592f5f41>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 11\u001b[0m bla1 = np.fromfile(\n\u001b[0;32m 12\u001b[0m \u001b[1;34m\"data0r\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0mdtype\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfloat32\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreshape\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbla\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[0mbla\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m (bla.shape[2]-1)*2)\n",
"\u001b[1;31mIOError\u001b[0m: [Errno 2] No such file or directory: 'data0r'"
"javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support.' +\n",
" 'Please try Chrome, Safari or Firefox \u2265 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.focus_on_mousover = false;\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this.root.attr('style', 'display: inline-block');\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" fig.waiting = false;\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" this.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
" canvas_div.resizable({ resize: mpl.debounce_resize(\n",
" function(event, ui) { fig.request_resize(ui.size.width, ui.size.height); }\n",
" , 50)});\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both;');\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0;\")\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
" function mouse_event_fn(event) {\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keydown('key_release', canvas_keyboard_event);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width);\n",
" canvas.attr('height', height);\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option)\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'];\n",
" var y0 = fig.canvas.height - msg['y0'];\n",
" var x1 = msg['x1'];\n",
" var y1 = fig.canvas.height - msg['y1'];\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (this.focus_on_mouseover && name === 'motion_notify')\n",
" {\n",
" this.canvas.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x;\n",
" var y = canvas_pos.y;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
" /* Don't fire events just when a modifier is changed. Modifiers are\n",
" sent along with other keys. */\n",
" if (event.keyCode >= 16 && event.keyCode <= 20) {\n",
" return;\n",
" }\n",
"\n",
" value = '';\n",
" if (event.ctrlKey) {\n",
" value += \"ctrl+\";\n",
" }\n",
" if (event.altKey) {\n",
" value += \"alt+\";\n",
" }\n",
" value += String.fromCharCode(event.keyCode).toLowerCase();\n",
"\n",
" this.send_message(name, {key: value});\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" var format_dropdown = this.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" this.ondownload(this, format);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"\n",
"mpl.debounce_event = function(func, time){\n",
" var timer;\n",
" return function(event){\n",
" clearTimeout(timer);\n",
" timer = setTimeout(function(){ func(event); }, time);\n",
" };\n",
"}\n",
"\n",
"mpl.debounce_resize = function(func, time){\n",
" var timer;\n",
" return function(event, ui){\n",
" clearTimeout(timer);\n",
" timer = setTimeout(function(){ func(event, ui); }, time);\n",
" };\n",
"}\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" function() { },\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
" // Disable right mouse context menu.\n",
" $(fig.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\">');\n",
" fig.send_message('closing', {});\n",
" fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-danger\" href=\"#\" title=\"Close figure\"><i class=\"fa fa-times icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Close figure', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type == 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (cell.output_area.outputs[j]['text/html'] == html_output) {\n",
" var output = cell.output_area.outputs[j];\n",
" return [cell, output, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<IPython.core.display.Javascript at 0x7f8c41445450>"
]
},
{
"html": [
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\">"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<IPython.core.display.HTML at 0x7f8c414b8090>"
]
}
],
"prompt_number": 20
1
"prompt_number": 20
4
},
{
"cell_type": "code",
...
...
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